MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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MCP server for creating Shopify product feature boxes via AI agents
npm MIT -
Next-Generation Core Features for GenPark & OpenClaw: Agent Wallet Guard, Cross-Store Basket Optimizer, Product TruthGuard, and Circle Trend Radar.
MIT -
MCP server for Public Feature Board and Roadmap Monitor. Find a company's public feature board (Canny, Featurebase, Frill, UserVoice, Productboard) and get its top requests with votes and status, plus the integrations customers ask for. Runs on Apify. Clay-ready output.
MIT -
SaaS Pricing Page, Plan Tiers & Competitor Feature Spy ($0.80/1k) — Includes 1-Click n8n Workflow, Make.com Blueprint & Claude MCP Server (https://apify.com/lucacelli/saas-pricing-page-tier-feature-extractor)
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Risk-feature mining toolkit for customer-level wide tables: adaptive-binning IV/WOE, segment logistic regression, decision-tree rule mining, customer trigger scanning and Word reports, plus an LLM indicator agent and MCP server. Synthetic/public data only.风险特征挖掘流水线
MIT -
MCP server for managing Featureflip feature flags from AI agents and editors
npm Apache-2.0 -
MCP server for Featureflip — manage feature flags from AI agents and editors (read-only mirror)
npm Apache-2.0 -
ML Referee evaluates whether candidate features add predictive value beyond a baseline for machine learning and forecasting. AI agents can preflight data, request quotes, and run authorized evaluations through MCP. Invite-only beta. Website: MCP endpoint: https://api.mlreferee.com/mcp
MIT -
FeatQ MCP server: your users' top-voted feature requests, inside your coding agent
MIT -
@toggletown/mcp-servergithub.com/toggletown/toggletownupdated this year
ToggleTown MCP server — manage feature flags, rollouts, targeting rules, and A/B experiments from any AI assistant
npm MIT -
Your feature memory: find features you've built before and wire them into your next project. CLI and MCP server for Claude Code, Cursor and other agents.
npm MIT -
MCP server providing browser compatibility data from MDN BCD and W3C WebDX web-features for the entire Web Platform
npm MIT -
🚩 Manage Harness FME (Split.io) feature flags & segments from any MCP client — list, toggle, kill
npm MIT ★ 1 -
Map every feature and user flow in a codebase from git history and code structure. No Jira, no annotations. Bug hotspots, health scores, symbol-level attribution and an MCP server for AI coding agents.
NOASSERTION -
Edge-native configuration, secrets, and feature-flag management on the Cloudflare Developer Platform — sub-10ms edge reads, per-workspace strong consistency, real-time updates, and a remote MCP server. Open-core, self-hostable on your own Cloudflare account.
NOASSERTION -
An interactive disassembler for the CPU 6502, focused on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, flow arrows, keyboard-driven, MCP server for auto analysis, VICE debugger and more!
Apache-2.0 ★ 164 -
Model Context Protocol (MCP) servers powered by FastMCP & Python, featuring a full-featured Expense Tracker MCP Server with SQLite backend and JSON category taxonomy.
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Argusgithub.com/IT-Square-Plus/Argusupdated this year
Argus - Brave Search MCP Server for Claude Code. Full-featured web, image, video & news search with AI-Saving Policy that intelligently routes requests between API plans. Features 6x context with extra snippets, real-time usage tracking, and stateless HTTP Streamable architecture.
MIT -
Featureflipno update data
Manage Featureflip feature flags from AI agents and editors
smithery -
Instapaper-MCPgithub.com/hendronf/Instapaper-MCPupdated this year
Full featured and capable local Instapaper MCP
MIT ★ 27 -
⚙️ Industrial-grade pure TypeScript STL ➔ 100% Watertight Solid STEP AP242 B-Rep & CAD Features JSON engine with built-in MCP server for AI agents. Features exact Gauss-Mirtich 3D inertia, ISO threads (M2–M24), boundary unification (no extra lines), Zero-GC speed, DWRR concurrency & 5-gate RSVS reality verification across macOS, Linux, and Windows.
NOASSERTION ★ 28 -
full featured telegram mcp
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Full-featured MCP server for aaPanel management
pypi MIT -
Fork of ElevenLabs MCP server with enhanced conversational AI features
MIT ★ 8 -
Turn STEP files into an LLM Context Pack: exact measurements, features and assembly facts in plain text.
pypi AGPL-3.0-only -
Email Client as MCP Server. Feature: multiple configuration, more than just gmail
★ 18 -
summarizer-ai-mcpgithub.com/csoai-org/summarizer-ai-mcpupdated this year
MCP server for summarizer ai. Features summarize text, extract key points, generate abstract. From MEOK AI Labs.
npm MIT -
MCP server for dockerfile generator ai. Features generate dockerfile, generate compose, optimize image. From MEOK AI Labs.
npm MIT -
wcli0github.com/s2005/wcli0updated this year
Enhanced MCP server for Windows CLI interactions with advanced configuration and security features
npm MIT -
MCP server for executing Python code with advanced monitoring and safety features
npm MIT -
citation-finder-ai-mcpgithub.com/csoai-org/citation-finder-ai-mcpupdated this year
MCP server for citation finder ai. Features format citation, generate bibtex, parse citation. From MEOK AI Labs.
npm MIT -
Elasticsearch MCP server with available features including mappings management, search and indexing, and index management etc.
MIT ★ 24 -
A Model Context Server providing simple features to automate python script execution via LLMs.
MIT ★ 1 -
git-worktree-toolboxgithub.com/ben-rogerson/git-worktree-toolboxupdated this year
Easily manage git worktrees, launch tasks and work on multiple features in parallel.
★ 21 -
kaggle-mcpgithub.com/Galaxy-Dawn/kaggle-mcpupdated this year
A full-featured MCP server for the Kaggle API — competitions, datasets, kernels, models, benchmarks, and discussions.
MIT ★ 4 -
clinical-trials-ai-mcpgithub.com/csoai-org/clinical-trials-ai-mcpupdated this year
MCP server for clinical trials ai. Features search trials, check eligibility, get trial details. From MEOK AI Labs.
npm MIT -
code-executor-mcpgithub.com/csoai-org/code-executor-mcpupdated this year
MCP server for code executor. Features execute code, run command, run tests. From MEOK AI Labs.
pypi MIT License -
memory-search-mcpgithub.com/csoai-org/memory-search-mcpupdated this year
MCP server for memory search. Features record memory, search memory, add knowledge. From MEOK AI Labs.
pypi MIT License -
rag-knowledge-mcpgithub.com/csoai-org/rag-knowledge-mcpupdated this year
MCP server for rag knowledge. Features semantic search, knowledge graph query, index document. From MEOK AI Labs.
npm MIT -
@shihwesley/agent-reversegithub.com/shihwesley/agent-reverseupdated this year
Surgical integration tool - extract features from agent plugins without bloat
npm MIT -
fishkeeper-ai-mcpgithub.com/csoai-org/fishkeeper-ai-mcpupdated this year
MCP server for fishkeeper ai. Features analyze water params, identify fish, check compatibility. From MEOK AI Labs.
pypi MIT License -
faker-ai-mcpgithub.com/csoai-org/faker-ai-mcpupdated this year
MCP server for faker ai. Features fake person, fake company, fake dataset. From MEOK AI Labs.
pypi MIT License -
accounting-ai-mcpgithub.com/csoai-org/accounting-ai-mcpupdated this year
MCP server for accounting ai. Features generate invoice, categorize expenses, calculate vat. From MEOK AI Labs.
pypi MIT License -
relace-mcpgithub.com/possible055/relace-mcpupdated this year
Unofficial Relace MCP client with AI features. Personal project; not affiliated with or endorsed by Relace
MIT ★ 33 -
MCP server for agent commerce payments. Features create invoice, process payment, escrow funds. From MEOK AI Labs.
npm MIT -
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
npm MIT -
MCP server for blockchain verification. Features mint certificate, verify certificate, audit trail. From MEOK AI Labs.
pypi MIT License -
blockchain-ai-mcpgithub.com/csoai-org/blockchain-ai-mcpupdated this year
MCP server for blockchain ai. Features wallet analyzer, transaction tracer, smart contract auditor. From MEOK AI Labs.
pypi MIT License -
restaurant-ai-mcpgithub.com/csoai-org/restaurant-ai-mcpupdated this year
MCP server for restaurant ai. Features optimize menu, calculate food cost, manage reservation. From MEOK AI Labs.
pypi MIT License -
flight-logger-mcpgithub.com/csoai-org/flight-logger-mcpupdated this year
MCP server for flight logger. Features log flight, flight summary, compliance report. From MEOK AI Labs.
pypi MIT License -
A powerful Model Context Protocol (MCP) server for reading and analyzing Excel documents with advanced features.
NOASSERTION ★ 2 -
ugrc-mcpgithub.com/cwoodcox/ugrc-mcpupdated this year
MCP server wrapping UGRC's ArcGIS Feature Services. Query Utah's SGID layers (land use, parcels, hydrography) from an LLM.
MIT -
pmtiles-mcpgithub.com/mattdempseydev/pmtiles-mcpupdated this year
MCP server for inspecting, querying, and extracting features from PMTiles archives
MIT -
regex-ai-mcpgithub.com/csoai-org/regex-ai-mcpupdated this year
MCP server for regex ai. Features build regex, test regex, explain regex. From MEOK AI Labs.
npm MIT -
Enhanced YAPI MCP server with multi-project support and enterprise features
npm MIT -
agent-orchestrator-mcpgithub.com/csoai-org/agent-orchestrator-mcpupdated this year
MCP server for agent orchestrator. Features create agent, list agents, delegate task. From MEOK AI Labs.
npm MIT -
ci-cd-generator-ai-mcpgithub.com/csoai-org/ci-cd-generator-ai-mcpupdated this year
MCP server for ci cd generator ai. Features generate github actions, generate gitlab ci, generate jenkinsfile. From MEOK AI Labs.
npm MIT -
database-universal-mcpgithub.com/csoai-org/database-universal-mcpupdated this year
MCP server for database universal. Features query sql, list tables, describe table. From MEOK AI Labs.
npm MIT -
Enhanced MCP server for Kiro memory and task management with AI-powered features
pypi MIT -
csv-analytics-mcpgithub.com/csoai-org/csv-analytics-mcpupdated this year
MCP server for csv analytics. Features load csv, query data, describe columns. From MEOK AI Labs.
pypi MIT License